Data as of Aug 25, 2026 · Based on 339 AI responses from ChatGPT Search and Google AI Mode · See how Parse measures this
Use Slack for fast, visible engineering announcements and automated RFC alerts, and use
Notion (or
Confluence) to author, store, and review RFCs so proposals are searchable, versioned, and commentable. If your RFCs should live with code, prefer /GitLab; if your org is Microsoft-centric, pair Teams with SharePoint/.
Brands AI recommends here
Named in 80% of answers
Best when you need instant team-wide alerts and threaded discussion; Slack gives channel segmentation and bots for automated RFC notifications. Tradeoff: chat is ephemeral—archive RFCs in a durable doc store.
Named in 72% of answers
Best when you need durable, searchable RFCs with templates, inline comments and versioning; Notion suits collaborative RFC databases. Caveat: code‑native teams may prefer GitHub/GitLab for PR-based reviews.
Named in 67% of answers
Named in 58% of answers
The ideal internal communications stack for engineering teams divides tools by **velocity and durability** , ensuring that long-form architectural reviews do not get lost in chaotic chat…
The ideal internal communications stack for engineering teams divides tools by velocity and durability , ensuring that long-form architectural reviews do not get lost in chaotic chat apps.
An effective engineering stack separates the Source of Truth (where RFCs live), the Amplification Layer (where announcements happen), and the Discussion Layer (where feedback is gathered).
This stack treats architectural documentation like code, enforcing high engineering rigor and seamless version control.
rfc repository on GitHub (or GitLab) using Markdown files. Proposals are submitted via Pull Requests (PRs).#eng-announcements or #active-rfcs channel when a PR is opened or merged.This setup functions best when engineering needs to collaborate with Product, Design, or Security teams who may not regularly use Git workflows.
Draft, Under Review, Approved ) paired with automated email digests or an internal engineering newsletter system like Axios HQ or Workshop.A modern approach built specifically for technical document management, minimizing the layout chaos commonly found in generic wikis.
Core Comparison of Stack Components
| Feature / layer | Git-Based (GitHub/GitLab) | Wiki-Based (Notion/Confluence) | Doc-First (Mintlify/Slab) |
|---|---|---|---|
| Engineering Adoption | 🟢 Highest (native environment) | 🟡 Moderate (context switching) | 🟢 High (Git or web text options) |
| Cross-Team Access | 🔴 Low (requires Git seats/comfort) | 🟢 Highest (very user-friendly) | 🟡 Moderate (read-only for most) |
| Review Workflow | 🟢 Pull Requests & approvals | 🟡 Chaotic thread lists | 🟡 Linear text commenting |
| Historical Auditing | 🟢 Perfect Git history/blame line | 🟡 Fragmented version histories | 🟢 Strong revision logs |
3 Unbreakable Rules for Engineering Announcements
To provide a more tailored stack suggestion, tell me:
Yes — for an engineering org, I’d separate **broadcasting** from **decision-making** rather than trying to make one tool do both. ## My default stack Need | Tool | Role
Yes — for an engineering org, I’d separate broadcasting from decision-making rather than trying to make one tool do both.
| Need | Tool | Role |
|---|---|---|
| 📣 Eng announcements | Slack | Fast distribution + discussion |
| 📝 RFCs / design docs | GitHub (or Confluence) | Canonical proposal + review history |
| ✅ Final decisions | GitHub Discussions/PRs or an ADR repo | Durable decision record |
| 📋 Execution | Linear/Jira | Tasks, projects, ownership |
| 🔔 Notifications | Slack integrations | Amplification, not source of truth |
The key rule: Slack is the loudspeaker; GitHub/Docs are the archive.
GitHub Engineering explicitly recommends async-first communication and says chat shouldn't be the canonical source for decisions; important announcements and longer-term decisions should be documented durably.
I'd use a GitHub repo like:
engineering/
rfcs/
0001-service-mesh.md
0002-api-versioning.md
0003-new-deployment-model.md
decisions/
0001-service-mesh.md
RFC lifecycle:
Draft → Open for comment → Accepted / Rejected → Implemented
Then announce each RFC in #eng-rfcs:
RFC-042: Replace X with Y
TL;DR: We're proposing X → Y to solve Z.
Feedback by: Sept 4 RFC: [link]
Please comment on the RFC rather than starting a separate Slack discussion. That's close to the pattern Atlassian describes: RFCs are short documents for nontrivial designs, open for organizational review, with the final decision recorded durably.
I'd have only a few deliberately boring channels:
#eng-announcements — important engineering-wide broadcasts#eng-rfcs — new RFCs + calls for review#eng — general discussion/questions#eng-releases — shipping/release informationMake #eng-announcements mostly posting-restricted, with discussion happening elsewhere or in threads. That's also consistent with Slack's own recommended announcement-channel pattern.
Don't make Slack the RFC system:
#eng→ 47 replies → someone says "LGTM" → six months later nobody knows why the architecture looks this way. Instead:
RFC = canonical artifact Slack = notification + lightweight discussion ADR/decision record = permanent outcome
If you're choosing a stack from scratch, my sweet spot is GitHub + Slack + Linear. It's lightweight, works well for async engineering, and doesn't require a heavyweight Confluence-style knowledge-management system unless you actually need one. GitHub's own engineering practice is particularly close to this model.
Then announce each RFC in #eng-rfcs:
RFC-042: Replace X with Y
TL;DR: We're proposing X → Y to solve Z.
Feedback by: Sept 4 RFC: [link]
Please comment on the RFC rather than starting a separate Slack discussion. That's close to the pattern Atlassian describes: RFCs are short documents for nontrivial designs, open for organizational review, with the final decision recorded durably.
I'd have only a few deliberately boring channels:
If you mean **“what should an engineering org use for announcements + RFCs?”**, I’d avoid making one tool do both. ### My default stack - **Slack** → distribution + real-time discussion
If you mean “what should an engineering org use for announcements + RFCs?”, I’d avoid making one tool do both.
Slack → distribution + real-time discussion
#eng-announcements = high-signal, posting restricted
#eng = general engineering conversation
#team-* / #project-* = narrower discussion
Put the canonical doc/RFC link in the Slack post, rather than making Slack the archive. Slack itself recommends restricted announcement channels and clear channel conventions.
GitHub → RFCs + durable technical decisions
RFC = Markdown file + PR
Review/discussion happens on the PR
Accepted RFC gets a stable URL and eventually links to implementation issues/PRs
This is a particularly good fit if your engineers already live in GitHub. GitHub Discussions can work for broader, less formal design conversations.
The Rust and npm RFC processes are good real-world models for this pattern.
Notion/Confluence → durable organizational knowledge
Architecture overview
Engineering handbook
Onboarding
Decision index / ADRs
Postmortems
Notion specifically recommends a centralized “what's new”/communications database and templates for recurring announcements.
RFC:
GitHub RFC → Slack notification → discussion/review → decision → implementation → ADR/docs
Announcement:
Canonical doc/release note → #eng-announcements → discussion in thread or relevant channel
Decision:
RFC/ADR is the source of truth; Slack is only the notification layer.
That last rule is the one I'd be strict about. GitHub Engineering's published communication guidance makes essentially the same distinction: chat is good for immediate feedback, while announcements and longer-lived decisions should be documented somewhere durable.
Slack + GitHub + Notion
I wouldn't add Linear specifically for comms; use it for work tracking, not as the institutional memory.
If you're ~20–100 engineers, I'd probably go even simpler: Slack + GitHub, with GitHub Markdown as the RFC/ADR repository and only add Notion/Confluence when the volume of non-code knowledge justifies it.
An effective internal communications stack for engineering splits cleanly into two distinct motions: **broadcasting high-level announcements** and **driving deep, asynchronous technical consensus (RFCs)** . Mixing the two usually leads to noise or lost context. The industry-standard, battle-tested stack separates…
An effective internal communications stack for engineering splits cleanly into two distinct motions: broadcasting high-level announcements and driving deep, asynchronous technical consensus (RFCs) . Mixing the two usually leads to noise or lost context.
The industry-standard, battle-tested stack separates these concerns:
#eng-announcements or #eng-leadership.rfcs/ repo allows line-by-line code review, git history, and comments tied directly to proposed technical specs.To help narrow down the ideal setup for your team, let me know:
Yes — if the question is specifically **“internal comms for engineering announcements + RFCs,”** I’d avoid treating this as a single-tool problem. ### My recommended stack | Need | Best default | Why |
Yes — if the question is specifically “internal comms for engineering announcements + RFCs,” I’d avoid treating this as a single-tool problem.
| Need | Best default | Why |
|---|---|---|
| Announcements / distribution | Slack | High reach, fast feedback, integrations; but don't make it the canonical archive. slack.com |
| RFCs / design proposals | Notion | Strong doc workflow, comments, templates, status/metadata, and easy Slack distribution. Notion itself describes using a central Docs database for RFCs and sharing them into Slack. www.notion.com |
| Technical decisions | GitHub Discussions / ADRs | Keeps engineering context close to the code and provides a durable, searchable record. GitHub explicitly recommends Discussions for longer-lived technical communication rather than chat. github.comgithub.blog |
| Execution / follow-through | Linear or GitHub Issues | Turn an approved RFC into concrete work without polluting the RFC with task tracking. |
| Broadcast digest | Slack + automated weekly digest | Reduces notification fatigue while preserving discoverability; GitHub uses essentially this model. github.comgithub.blog |
1. Announcement → Slack
#eng-announcements should be mostly one-way:
[ANNOUNCEMENT] New deployment policy
TL;DR: Starting Sept 1, production deploys require X.
What changes: …
Who is affected: …
Effective: …
Details / source of truth: [link]
Don't make the Slack post itself the source of truth. GitHub's engineering guidance makes the same distinction: chat is excellent for amplification and coordination, but announcements and longer-lived decisions should be captured durably elsewhere.
2. RFC → Notion/GitHub
Use a predictable lifecycle:
Draft → Open for comment → Accepted/Rejected → Implementing → Superseded
Give every RFC a TL;DR, owner, reviewers, deadline, decision, and links to implementation. Notion's own internal workflow is a good precedent for this model.
3. Decision → durable technical record
Once an RFC is decided, don't leave the final answer buried in 80 Slack replies. Put the decision in the RFC itself and, for architecture decisions, consider an ADR next to the relevant code.
4. Slack becomes the notification layer
Post:
RFC: [title]
Proposal: …
Feedback requested by: …
Read/comment: [canonical doc]
Then close the loop with:
RFC accepted. Decision: …
Implementation tracking: …
That gives you Slack's reach without Slack becoming your database.
Slack + Notion + GitHub + Linear
That's probably the sweet spot for a modern engineering org. Current 2026 stack comparisons similarly converge around Slack for communication, Notion for docs/RFCs, and GitHub/Linear for engineering work.
If you're already heavily invested in Atlassian, I'd instead do Slack/Teams + Confluence + Jira. And if you're very GitHub-centric, I'd seriously consider Slack + GitHub Discussions + ADRs, which is closer to GitHub's own engineering communication model.
The key principle: chat distributes; docs deliberate; Git records decisions; issue trackers execute.
An effective internal communications stack for engineering announcements and Requests for Comments (RFCs) separates **distribution/awareness** from **deep technical collaboration and archiving** . Conflating chat channels with system-of-record documentation leads to missed updates and lost…
An effective internal communications stack for engineering announcements and Requests for Comments (RFCs) separates distribution/awareness from deep technical collaboration and archiving . Conflating chat channels with system-of-record documentation leads to missed updates and lost context.
The Modern Eng Comms Stack
#eng-announcements (read-only or restricted posting for leadership/infra) and a dedicated #rfcs stream for active discussions. Use automated workflow bots to ping when an RFC moves from Draft to In Review.Community Perspectives on RFC Workflows
“We created a dedicated #rfcs Slack channel to help foster conversation and ensure RFCs were reviewed at a healthy cadence.”
“The exact tool you're using is probably the least important part of RFC-ing, but it still matters since it sets the workflow around it.”
If you'd like to narrow this down, let me know:
I can help map out a tailored template or rollout strategy for your team.
An effective internal communications stack for engineering announcements and Requests for Comments (RFCs) needs to balance **low-friction broadcasting** with **deep, asynchronous technical collaboration**.[](https://medium.com/juans-and-zeroes/a-thorough-team-guide-to-rfcs-8aa14f8e757c)…
An effective internal communications stack for engineering announcements and Requests for Comments (RFCs) needs to balance low-friction broadcasting with deep, asynchronous technical collaboration.
The industry standard relies on a tiered model separating fast notifications from permanent, commentable artifacts.
Phase 1: The RFC & Technical Design Stack (Where the work happens)
For RFCs, the tool matters less than the commenting capability, but it must support structured markdown/rich text, inline suggestions, and clear version history.
Phase 2: The Announcement & Distribution Stack (Where people find out)
Engineers ignore tools they don't live in. The secret is publishing from a central hub out to where developers already spend their time.
#eng-announcements, #eng-rfcs ). Use automated workflows or apps to pipe new RFCs or major updates directly into the feed, keeping conversations threaded and visible.Recommended "No-Regrets" Combo
#eng-rfcs and #eng-announcements channel in Slack/Teams with a pinned index or automated weekly digest.If you'd like to narrow this down, tell me:
I can tailor a specific tooling workflow for your team size.
If you mean **“what stack should an engineering org use for announcements + RFCs without creating a communication swamp?”**, my default recommendation is: ### My pick: Slack + GitHub + Notion/Confluence | Need | Tool | Rule |
If you mean “what stack should an engineering org use for announcements + RFCs without creating a communication swamp?”, my default recommendation is:
| Need | Tool | Rule |
|---|---|---|
| Fast announcements | Slack | Broadcast + link, don't make Slack the source of truth |
| RFCs / technical proposals | GitHub PRs | One RFC = one reviewable artifact + durable discussion |
| Canonical docs / decisions | Notion or Confluence | Final decisions, architecture docs, onboarding |
| Work tracking | Linear / Jira | RFC implementation becomes normal engineering work |
| Avoid for routine Eng comms | Reserve for company-wide/high-severity things |
The important bit is the division of labor, not the specific vendors.
Announcement → Slack
Discussion → RFC
Decision → canonical doc
Execution → Linear/Jira/GitHub issue
That's very close to how mature RFC processes work. Rust, npm, AWS CDK and others use a durable repository/PR-based artifact for the RFC, while Slack or other chat is useful for socializing it.
I'd strongly favor GitHub PRs over Notion/Google Docs if the audience is primarily engineers.
Example:
#eng-announcements
↓
"RFC-042: Move from X → Y is open for review"
↓
GitHub RFC PR
↓
async comments / discussion
↓
Approved
↓
ADR / architecture docs updated
↓
Linear/Jira implementation work
GitHub Discussions can also work if you want lighter-weight RFCs; GitHub explicitly supports Discussions for announcements and open-ended project conversations.
One useful pattern is Slack for discovery, GitHub for the actual debate. MIT Open Learning's RFC process, for example, tells people to notify Slack but keep the substantive discussion in GitHub so it's searchable later.
I'd create only:
#eng-announcements — read-mostly#eng-general — normal engineering discussion#eng-rfcs — notifications/triage, not the canonical RFC#eng-architecture — optional, for architecture conversationsrfcs repo — canonical proposals/decisions or ADRs — accepted architectural decisionsAnd I'd impose one hard rule:
If a Slack thread contains a decision that future engineers might care about, move the decision into a durable artifact.
That prevents the classic “I remember we discussed this in Slack six months ago…” problem.
If you're already on Slack + GitHub + Linear, I wouldn't add another comms platform. I'd optimize the process instead; Linear already has fairly deep Slack integration for turning conversations into work and surfacing project updates.
Short version: Slack for reach, GitHub for RFCs, Notion/Confluence for institutional memory, Linear/Jira for execution. That's the stack I'd choose for a ~20–500 person engineering org.
If you mean **engineering announcements + RFC/design review**, I’d use a **two-layer stack** rather than trying to make one tool do both: ### My default pick **Slack + GitHub + Notion**
If you mean engineering announcements + RFC/design review, I’d use a two-layer stack rather than trying to make one tool do both:
Slack + GitHub + Notion
#eng-announcements → important, mostly one-way announcements#eng-rfcs → links + lightweight discussionrfcs repo, or as GitHub Discussions/Issues depending on how formal you want the process.RFC:
GitHub RFC → Slack announcement → discussion → decision → merge → ADR/index
Announcement:
Notion/engineering doc → Slack #eng-announcements
The key principle is Slack is the notification layer, not the knowledge base. Recent engineering-manager discussions are converging on the same problem: valuable technical decisions disappear when Slack becomes the permanent record.
| Stack | Best for |
|---|---|
| Slack + GitHub | My pick for a highly technical org |
| Slack + Notion | Product/engineering-heavy company where docs matter more than code-centric review |
| Teams + Confluence + GitHub | Microsoft enterprise environment |
| Slack + Linear + Notion | Product-engineering org with lots of cross-functional planning |
| GitHub-only | Small engineering org; surprisingly viable |
For RFCs specifically, I'd favor GitHub PRs over Notion pages if the RFC is making a technical decision that will eventually affect code. Keep the RFC alongside the code/repo ecosystem, then surface it in Slack.
If you tell me your company size (~20 / 100 / 500+ engineers), GitHub vs GitLab, and whether you're already on Slack/Notion/Confluence, I can give you a concrete channel + RFC architecture.
An effective internal communications stack for engineering announcements and Requests for Comments (RFCs) needs to bridge two distinct behaviors: **fast, high-signal broadcasting** (for announcements) and **deep, asynchronous, code-adjacent collaboration** (for RFCs). Engineers ignore traditional HR/comms intranets;…
An effective internal communications stack for engineering announcements and Requests for Comments (RFCs) needs to bridge two distinct behaviors: fast, high-signal broadcasting (for announcements) and deep, asynchronous, code-adjacent collaboration (for RFCs).
Engineers ignore traditional HR/comms intranets; they prefer tools that live where their code and context already reside.
Phase 1: The RFC & Technical Design Stack (Pull & Collaborate)
RFCs require deep-dive context, inline technical commentary, version control, and a permanent searchable archive.
/rfcs directory via a Pull/Merge Request. This provides an immutable history, code-block rendering, direct linking to code branches, and lightweight line-by-line code review workflows.Phase 2: Engineering Announcements Stack (Push & Broadcast)
Announcements need to reach engineers without causing notification fatigue or getting buried in noisy general chat rooms.
#eng-announcements or #eng-rfcs . Restrict posting permissions to tech leads, EMs, and principal architects to keep the signal-to-noise ratio high. Use automated integrations (like GitHub bots) to pipe new RFC notifications directly into the stream.Recommended Hybrid Architecture
Instead of buying a bloated enterprise intranet, the most successful engineering stacks use a Two-Tier Model:
If you want to tailor this further, tell me:
I can give you a more specific integration layout.